Overview

Data Structures
Divisions Metrics Values
size observations 6,499
size variables 21
size values 136,479
size memory size (MB) 1
duplicated duplicate observation 0
missing complete observation 6,499
missing missing observation 0
missing missing variables 0
missing missing values 0
Data Types
Divisions Metrics Values
data type numerics 2
data type integers 2
data type factors/ordered 2
data type characters 15
data type Dates 0
data type POSIXcts 0
data type others 0
Job Informations
Divisions Metrics Values
dataset dataset .
dataset dataset type data.frame
dataset target Total.Charges
job samples 6,499 / 6,499 (100%)
job created 2023-10-02 23:15:38.942917
job created by dlookr






Univariate Analysis

Descriptive Statistics

Descriptive statistics and visualization of individual variables


Normality Test

Normality test results of numeric variables


Bivariate Analysis

Compare Numerical Variables

Relationship between two numerical variables


Compare Categorical Variables

Relationship between two categorical variables


Multivariate Analysis

Correlation Analysis

Correlation Matrix

Correlation coefficient matrix of numeric variables


Correlation Plot

Correlation coefficient matrix plot


Target based Analysis

Target Variable and Numeric Variables

Relationship between two numerical variables by level of target variable


Target Variable and Categorical Variables

Relationship between two categorical variables by level of target variable



 

Created by dlookr package